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Table 5 Top 4 classification results (2 gram, 26 clusters)

From: Using n-gram analysis to cluster heartbeat signals

Classifier Cluster Number (k) Total number of instances Correctly classified instances Incorrectly classified instances Accuracy Best Performance
Bayesian Network 11 80 68 12 85.0% 11 clusters, 85.0%
Tree-J48 11 80 63 17 78.6% 17 clusters, 81.3%
Logistic 11 80 55 25 68.8% 17 clusters, 83.8%
SVM 11 80 54 26 67.5% 23 clusters, 83.8%
  1. Accuracy at k = 11 and the best accuracy of each classifier are presented for comparison